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Denis Talbot

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Full professor

Laval University

Canada

Research Interests

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About

Denis Talbot is a Full Professor at Université Laval in Canada. His research spans various areas, including the effectiveness of COVID-19 vaccination, the application of machine learning in evaluating treatment strategies, and the impact of environmental factors on chronic pain. His recent publications focus on the dynamics of COVID-19 variants and the use of advanced statistical methods to estimate causal effects in health outcomes.

Recent Grants

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Sélection de modèles statistiques pour effectuer de l’inférence causale en épidémiologie

Open Date: 2016-09-01

Close Date: 2018-08-01

Grant: Close

Model and variable selection for causal inference

Open Date: 2016-09-01

Close Date: 2021-08-01

Grant: Close

Observatoire québécois des comportements d’adaptation aux changements climatiques

Open Date: 2015-01-01

Close Date: 2017-03-01

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Collaborators (32)

Maurizio Sessa

Københavns Universitet

DENMARK

Denis Talbot

Research Interests

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About

Recent Grants

Articles (38)

Nirsevimab effectiveness, number needed to immunize and impact on severe RSV outcomes, a test-negative study in Quebec, Canada

Did You Know That Confounding Could Bias Results Obtained within an Economic Evaluation?

Validation of PREM-PS, a patient-reported experience instrument, in a randomized controlled trial of pregnant women undergoing prenatal screening

Estimation of attributable fractions for time-to-event outcomes using an inverse probability weighted Kaplan–Meier estimator

Polypharmacy as a Simple Measure for Assessing the Risk of Fall-Related Hospitalization in Older Adults

Adaptive Sparsening and Smoothing of the Treatment Model for Longitudinal Causal Inference Using Outcome‐Adaptive LASSO and Marginal Fused LASSO

Functional impact of long COVID among healthcare workers with comorbidities in Quebec, Canada: a cross-sectional study

An examination of acrylamide and cadmium as possible mediators of the association between cigarette smoking and chronic musculoskeletal pain

Reply to Zeng and Zhou

Effectiveness of COVID-19 vaccination and prior infections to reduce long COVID risk during the pre-Omicron and Omicron periods

Using Machine Learning to Improve Control for Confounding in the Dynamic Weighted Ordinary Least Squares Estimator of Optimal Adaptive Treatment Strategies

Monovalent mRNA XBB.1.5 vaccine effectiveness against COVID-19 hospitalization in Quebec, Canada: Impact of variant replacement and waning protection during 10-month follow-up

Guidelines and Best Practices for the Use of Targeted Maximum Likelihood and Machine Learning When Estimating Causal Effects of Exposures on Time‐To‐Event Outcomes

The Authors Respond

A Double Machine Learning Approach for the Evaluation of COVID‐19 Vaccine Effectiveness Under the Test‐Negative Design: Analysis of Québec Administrative Data

The Reporting and Methodological Recommendations for Observational Studies Estimating the Effects of Deprescribing Medications (REMROSE‐D) ISPE‐Endorsed Guidance

Repeated exposure to psychosocial work-related factors and arterial stiffness among aging workers

Safety of COVID-19 vaccines among pregnant individuals in Quebec, Canada: a population-based retrospective cohort study from the Canadian Immunization Research Network

Impact of Educational Activity Formats, Online or In-Person, on the Intention of Medical Specialists to Adopt a Clinical Behaviour: A Comparative Study

Increasing our knowledge about the epidemiology of Helicobacter pylori in Nunavik’s Inuit population (Québec, Canada) using Qanuilirpitaa? 2017 cross-sectional survey

Evaluation and comparison of covariate balance metrics in studies with time‐dependent confounding

Psychosocial Stressors at Work and Atrial Fibrillation Incidence: An 18‐Year Prospective Study

Potential Biases in Test-Negative Design Studies of COVID-19 Vaccine Effectiveness Arising from the Inclusion of Asymptomatic Individuals

Analyse des effets des inhibiteurs de l’aromatase en traitement prolongé chez les femmes ménopausées atteintes d’un cancer du sein non métastatique hormonodépendant ayant déjà reçu cinq ans d’hormonothérapie adjuvante : revue systématique et méta-analyse

Value-based comparison of ambulatory children with respiratory diseases in an emergency department and a walk-in clinic: a retrospective cohort study in Québec, Canada

Test negative design for vaccine effectiveness estimation in the context of the COVID-19 pandemic: A systematic methodology review

Classifying Polypharmacy According to Pharmacotherapeutic and Clinical Risks in Older Adults: A Latent Class Analysis in Quebec, Canada

Work-Related Psychosocial Factors and Global Cognitive Function: Are Telomere Length and Low-Grade Inflammation Potential Mediators of This Association?

Double robust estimation of optimal partially adaptive treatment strategies: An application to breast cancer treatment using hormonal therapy

An Alternative Perspective on the Robust Poisson Method for Estimating Risk or Prevalence Ratios

On “Reflections on the concept of optimality of single decision point treatment regimes”

Preventing Lyme disease through identification of key beliefs

Great diversity in the utilization and reporting of latent growth modeling approaches in type 2 diabetes: A literature review

Physical, Psychological, and Cognitive Profile of Post-COVID Conditions in Healthcare Workers, Quebec, Canada

Confounding adjustment methods for multi-level treatment comparisons under lack of positivity and unknown model specification

A comparison of confounder selection and adjustment methods for estimating causal effects using large healthcare databases

Low Social Support at Work and Ambulatory Blood Pressure in a Repeated Cross-sectional Study of White-Collar Workers

Long working hours associated with elevated ambulatory blood pressure among female and male white-collar workers over a 2.5-year follow-up

Collaborators (32)

Maurizio Sessa

Francois Rousseau

Christel Renoux

Sara CARAZO PEREZ

Yohann Moanahere Chiu

Danielle Laurin

Danijela Gnjidic

Mabel Carabali

Emilia Liana Falcone

Joanna Merckx

Andrew Spieker

Erica EM Moodie

Jason Robert Guertin

Caroline Diorio

MIGUEL ANGEL LUQUE FERNANDEZ

Marie-Pierre Sylvestre

Marilou Kiely

Amélie Boutin

Brian Potter

Pierre Valois

Benoit Lévesque

Mahée Gilbert-Ouimet

Jesse Papenburg

Miceline MESIDOR

Cong Jiang

Xavier Trudel

Mireille Schnitzer

Joshua Niznik

France Légaré

Caroline Sirois

Clermont DIONNE

Matthew Alcusky

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